What Are AI Chips?
2023-06-04
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1Some kinds of computer chips have gained attention recently because they are used in computers linked to artificial intelligence (AI).
2Some experts describe AI chips as similar to graphics chips that speed up complex video games.
3Makers of AI chips say they are designed for AI systems like ChatGPT and will make them faster and less costly.
4The sudden interest in such chips is happening during what some experts call an AI revolution that could change the technology industry.
5Nvidia, led by Jensen Huang, is a maker of graphics chips.
6The company is based in Santa Clara, California.
7Nvidia also is a designer of AI chips.
8Stock shares of the company increased in value by 25 percent last Thursday after company officials predicted a large increase in income.
9The company's stock was briefly valued at more than $1 trillion recently.
10Hanna Dohmen is a researcher with the Center for Security and Emerging Technology in Washington, D.C.
11 She said: "There really isn't a completely agreed upon definition of AI chips."
12The term is used to talk about computing equipment that is specialized to deal with AI workloads.
13For example, AI chips are used in "training" AI systems to work out difficult problems.
14Three businessmen founded Nvidia in 1993 to expand the abilities of graphics on computers.
15Within a few years, the company had developed a new chip called a graphics processing unit, or GPU.
16GPUs speed up video games by performing several graphics jobs at the same time.
17The method is known as parallel processing.
18It would be important in the development of both games and AI.
19Two students from the University of Toronto used a GPU-based network to win a 2012 AI competition called ImageNet.
20The network, known as a neural network, could identify photo images at much lower error rates than competitors.
21The award began an interest in AI-related parallel processing.
22And it created new business for Nvidia and its competitors while providing researchers powerful tools for exploring AI development.
23Eleven years after that ImageNet competition, Nvidia is the main supplier of chips for building and updating AI systems.
24One of its recent products, the H100 GPU, has 80 billion transistors.
25That is reportedly about 13 million more than Apple's latest top processor used in its MacBook Pro computers.
26However, this technology is costly. One online seller lists the H100 for $30,000.
27Nvidia does not make these GPU chips itself.
28The company depends on manufacturers such as Taiwan Semiconductor Manufacturing and South Korea's Samsung Electronics.
29Some of the biggest buyers for AI chips are cloud-computing services.
30Technology companies, like Amazon and Microsoft, use these chips for cloud computing.
31These companies permit buyers to pay for temporary computing power to do AI jobs.
32Other companies then can use AI systems without a big investment in buildings and equipment.
33And the cloud-computer services include other tools for drug discovery or helping to oversee customers.
34Parallel processing has many uses outside of AI.
35A few years ago, for example, Nvidia graphics cards were in short supply because cryptocurrency miners had bought most of them.
36A cryptocurrency is a digital form of money that is not overseen or controlled by a government.
37Cryptocurrency miners set up banks of computers to solve mathematical problems for cryptocurrency rewards.
38That problem went away as the cryptocurrency market collapsed in early 2022.
39Researchers say Nvidia will face more competition.
40One possible competitor is Advanced Micro Devices (AMD), which already competes with Nvidia in the market for computer graphics chips.
41AMD has recently taken steps to build its own lineup of AI chips.
42I'm Gregory Stachel.
1Some kinds of computer chips have gained attention recently because they are used in computers linked to artificial intelligence (AI). 2Some experts describe AI chips as similar to graphics chips that speed up complex video games. Makers of AI chips say they are designed for AI systems like ChatGPT and will make them faster and less costly. 3The sudden interest in such chips is happening during what some experts call an AI revolution that could change the technology industry. 4Nvidia, led by Jensen Huang, is a maker of graphics chips. The company is based in Santa Clara, California. Nvidia also is a designer of AI chips. Stock shares of the company increased in value by 25 percent last Thursday after company officials predicted a large increase in income. The company's stock was briefly valued at more than $1 trillion recently. 5What are AI chips? 6Hanna Dohmen is a researcher with the Center for Security and Emerging Technology in Washington, D.C. She said: "There really isn't a completely agreed upon definition of AI chips." 7The term is used to talk about computing equipment that is specialized to deal with AI workloads. For example, AI chips are used in "training" AI systems to work out difficult problems. 8Coming from video games 9Three businessmen founded Nvidia in 1993 to expand the abilities of graphics on computers. Within a few years, the company had developed a new chip called a graphics processing unit, or GPU. GPUs speed up video games by performing several graphics jobs at the same time. 10The method is known as parallel processing. It would be important in the development of both games and AI. 11Two students from the University of Toronto used a GPU-based network to win a 2012 AI competition called ImageNet. The network, known as a neural network, could identify photo images at much lower error rates than competitors. 12The award began an interest in AI-related parallel processing. And it created new business for Nvidia and its competitors while providing researchers powerful tools for exploring AI development. 13Modern AI chips 14Eleven years after that ImageNet competition, Nvidia is the main supplier of chips for building and updating AI systems. One of its recent products, the H100 GPU, has 80 billion transistors. That is reportedly about 13 million more than Apple's latest top processor used in its MacBook Pro computers. However, this technology is costly. One online seller lists the H100 for $30,000. 15Nvidia does not make these GPU chips itself. The company depends on manufacturers such as Taiwan Semiconductor Manufacturing and South Korea's Samsung Electronics. 16Some of the biggest buyers for AI chips are cloud-computing services. Technology companies, like Amazon and Microsoft, use these chips for cloud computing. 17These companies permit buyers to pay for temporary computing power to do AI jobs. Other companies then can use AI systems without a big investment in buildings and equipment. And the cloud-computer services include other tools for drug discovery or helping to oversee customers. 18Other uses and competition 19Parallel processing has many uses outside of AI. A few years ago, for example, Nvidia graphics cards were in short supply because cryptocurrency miners had bought most of them. A cryptocurrency is a digital form of money that is not overseen or controlled by a government. 20Cryptocurrency miners set up banks of computers to solve mathematical problems for cryptocurrency rewards. That problem went away as the cryptocurrency market collapsed in early 2022. 21Researchers say Nvidia will face more competition. One possible competitor is Advanced Micro Devices (AMD), which already competes with Nvidia in the market for computer graphics chips. AMD has recently taken steps to build its own lineup of AI chips. 22I'm Gregory Stachel. 23David Hamilton reported this story for The Associated Press. Gregory Stachel adapted it for VOA Learning English. 24_____________________________________________________________________ 25Words in This Story 26computer chip - n. a very small piece of silicon in a computer or electronic device that contains many electronic circuits and can be used to perform work or store memory 27graphics - n. pictures or images on the screen of a computer or television 28update - v. to make (something) more modern 29transistors - n. a small device that is used to control the flow of electricity in radios or computers 30processor - n. the device in a computer that controls the work that the computer does 31cryptocurrency - n. a kind of money not linked to a country or government that exists only online using digital methods to ensure that it is not stolen or falsified 32_____________________________________________________________________ 33What do you think of this story? 34We want to hear from you. We have a new comment system. Here is how it works: 35Each time you return to comment on the Learning English site, you can use your account and see your comments and replies to them. Our comment policy is here.